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I am Muhammad Alsehoum, an AI Engineer focused on building practical and production-oriented Computer Vision and OCR systems. I enjoy transforming ideas into complete AI solutions, starting from data preparation and model training, all the way to inference, evaluation, optimization, and deployment. My current focus is on Arabic OCR, robust real-world vision systems, and clean engineering practices that make AI projects reliable, scalable, and understandable. |
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Detection, recognition, tracking, visual analysis, and real-world video/image pipelines. |
Arabic OCR, preprocessing, text recognition, post-processing, and document understanding. |
End-to-end pipelines, clean structure, evaluation, optimization, and deployment readiness. |
| Area | What I Do |
|---|---|
| Computer Vision | Detection, recognition, tracking, visual analysis, and generative models |
| OCR Systems | Arabic-focused pipelines, preprocessing, text recognition, and post-processing |
| Deep Learning | CNNs, transfer learning, training, tuning, and optimization |
| Machine Learning | Classical models, feature engineering, evaluation, and experimentation |
| AI Pipelines | End-to-end system design, deployment preparation, and reproducibility |
- Arabic handwritten and printed text recognition
- Robust OCR under noise, blur, skew, and low-resolution conditions
- Efficient deep learning and lightweight models
- Dataset curation, annotation, and labeling strategies
- Real-world deployment for Computer Vision systems
- End-to-end AI systems for practical problem solving
YOLOv8 · YOLO11 · Detectron2 · MediaPipe · OpenCV · Albumentations
